NBA-Analytics-Streamlit-App-with-LangChain-Agent

Name: NBA-Analytics-Streamlit-App-with-LangChain-Agent
Author: petermartens98

petermartens98 October 30, 2025

3 copies 0 downloads

Interactive NBA Analytics app with Streamlit and a LangChain conversational agent connected to extracted data. Explore player, team, and game stats, track injuries, run simulations, visualize trends, and get AI-powered insights. Ongoing development, open to collaboration.

NBA Analytics Streamlit App with LangChain Agent

Project Overview

The NBA Analytics Streamlit App provides interactive dashboards for player, team, and game stats. It integrates a LangChain Agent for AI-powered insights and natural language queries, enabling users to explore performance metrics, head-to-head comparisons, and game-level analytics in real time.

The Project is Currently in Continuing Development, and Open to Collaboration.

Features

Feature	Description
Today's Matchups	View today’s games with key stats and predictions.
Injuries	Track current player injuries and impact to team.
All Players	Overview of all player stats, performance trends, shot selection, player archetypes, and impact players; filterable on team.
Single Player	Detailed profile and analytics for an individual player; including game logs, career stats, performance trends, shooting analysis, and player impact.
All Teams	Overview of all teams stats, shooting analysis, ball movement, home/away trends, defense and a team comparison tool
Single Team	Detailed overview and analytics for an individual team; including rosters, game logs, scoring efficiency and trends.
Simulation	Simulate games or matchups based on player/team data.

Comments

More Agents

View all

agentic-ai

Klaatcode

Open-source AI coding agent for the terminal. Claude Code-grade accuracy with smart model routing — uses the right AI model for each task, cutting costs 10x. Supports Claude, GPT, Gemini, DeepSeek & more.

KlaatAI

139

agent

Agentmaker

A general-purpose Python framework for building LLM agents and multi-agent systems. "Four lines of code, an agent with memory."

xinhuangcs

ai-api

Api Model Playground Cookbook

Ultimate LLM API Integration Cookbook 2026 for Cursor & AI Agents

09omerdgn-droid

150

agent-framework

Agent Ecologies

Ultimate Multi-Agent OS for Autonomous AI NPCs 2026

israriqbal

153

Private Agent

PrivateAgent is an open-source Android automation agent built with Flutter. It utilizes the DeepSeek API and native Android Accessibility Services to interpret screen layouts and execute multi-step tasks across any installed application via natural language commands.

orailnoor

123

Loom Novel

把一队分工 Agent 织成一条写小说的流水线,做成桌面客户端;写作指纹让它越写越像你(BYO DeepSeek key,纯本地)。

WadeZhao23

184